Custom-built AI agents. Integrated with your CRM. Designed around your actuarial specialty. Explore actuarial AI use cases
Actuarial Opportunity Intelligence
Illustrative example — not live data. The records below are fictional demonstrations of what the interface shows, not findings.
Four fictional example companies with a detected signal type and a demonstration opportunity score out of 100.
Company
Detected signal
Score
Apex Manufacturing
Self-Insurance Evaluation
94
Meridian Benefits Group
Pension Restructuring
91
Northstar Holdings
Captive Insurance Interest
89
Harbor Financial
Acquisition Announced
87
New buying signal detected
Scores are demonstration values out of 100.
Great actuarial firms shouldn’t have to chase opportunities blindly.
Most business development time goes into finding out what happened, not acting on it. The events that create actuarial demand are already public — they are just scattered across filings, procurement portals and trade press.
Before AI agents
Manual prospect research
Searching multiple government procurement websites
Monitoring insurance industry news
Tracking pensions and corporate transactions manually
Searching LinkedIn for decision-makers
Sending generic outreach without knowing buying intent
Missing RFP deadlines
Finding out about opportunities too late
With CRM Experts AI agents
Continuous buying-signal monitoring
Automated actuarial RFP discovery
AI-powered company research
Prospect qualification based on service fit
Identification of relevant decision-makers
Personalized outreach based on documented events
CRM synchronization and sales alerts
Earlier visibility into upcoming business opportunities
Six agents, six kinds of actuarial demand.
Each agent watches a different class of public event and reports what it means for your practice. Build one, or build the set.
Find companies considering self-insurance
Detect employers evaluating self-funded health insurance, alternative risk-financing arrangements, and changes to benefits funding.
Identify companies and industries that may be experiencing rising insurance costs and increased risk exposure.
Signals monitored
Public insurance rate filings
Industry pricing reports
Public financial disclosures
Workers’ compensation trends
Commercial insurance market developments
Industry-level cost signals and verified company-specific premium increases are reported separately. An industry trend is evidence about a market, not about a particular employer.
Outcome Surface prospects who may benefit from actuarial pricing, reserving, or alternative risk-financing analysis.
Discover captive insurance opportunities before they mature
Monitor public regulatory information, captive insurance announcements, and risk-financing developments.
Signals monitored
Captive insurance regulatory records
New captive license announcements
Captive feasibility discussions
Risk management leadership changes
Industry captive insurance news
Prospective formations and completed formations are reported as distinct states. A firm exploring a captive needs feasibility work; a firm that has already formed one needs something else.
Outcome Identify feasibility, capital modeling, reserve analysis, and ongoing captive actuarial consulting opportunities.
Turn mergers and acquisitions into consulting opportunities
Monitor transactions where pension obligations, claims reserves, insurance liabilities, or other actuarial exposures may require specialized analysis.
Signals monitored
SEC EDGAR filings
Merger announcements
Private equity acquisitions
Insurance carrier acquisitions
Corporate restructuring announcements
Outcome Find actuarial due diligence, valuation, reserving, and post-acquisition consulting opportunities.
Never miss another relevant actuarial RFP
Continuously identify actuarial consulting solicitations from federal, state, local, and institutional procurement sources.
Sources monitored
SAM.gov
New York State Contract Reporter
NYC City Record
State and local procurement websites
Pension system procurement pages
OpenGov, Bonfire, and BidNet, subject to access and licensing
Outcome Surface relevant, active bids with submission deadlines, qualification requirements, and available procurement contact information.
Find organizations facing pension and benefits decisions
Monitor pension funding, benefits restructuring, public reporting, and retirement plan developments.
This is what an RFP alert looks like when it reaches your team.
Every solicitation arrives with the agency, the actuarial specialty, the submission deadline, and the qualification detail your team needs to decide whether to bid — not just a link to a portal.
See what your next consulting opportunity looks like.
Pick a buying signal. This is the shape of what lands in your CRM when an agent finds one — the evidence, the reasoning, who to call, and a draft opening.
Buying signal
Illustrative example — not live data. This company and score are fictional demonstrations.
Confidence 94demonstration score out of 100
Apex Manufacturing
Industrial manufacturing · 1,400 employees
Signal detectedPosted a Benefits Manager role naming stop-loss and self-funded plan administration, three months after a Form 5500 filing showed a fully insured health plan.
SourceDepartment of Labor Form 5500 filing and a public job posting
Why it mattersA fully insured employer hiring for stop-loss experience is usually preparing a funding change. Feasibility analysis and claims projections are commissioned before that decision, not after it.
Suggested buyerChief Financial Officer
Recommended serviceSelf-funding feasibility study and claims forecasting
Suggested opening
Noticed Apex is building out benefits administration around stop-loss. Most employers at your headcount want a claims projection and an attachment-point analysis before committing to self-funding — happy to share how we scope that work.
Imagine your firm receiving qualified opportunities like these every morning.
Six stages, each with a human-reviewable output. Nothing reaches a prospect without someone at your firm approving it.
Detect
Agents monitor permitted public data sources, filings, news, company developments, and procurement systems.
Analyze
Agents identify relevant actuarial opportunities and verify the underlying evidence.
Qualify
CRM CoPilot evaluates company fit, service relevance, event timing, and signal confidence.
Enrich
Identify relevant decision-makers and enrich contact details using approved sources.
Engage
Generate personalized outreach for human approval, then coordinate sequences through supported integrations.
Convert
Synchronize qualified opportunities, outreach history, and follow-up tasks with the CRM.
CRM integrations we build and support
CRM CoPilot
Zoho CRM
HubSpot
Salesforce
Pipedrive
GoHighLevel
Each integration is scoped and built for your environment as part of the engagement — these are the platforms we work in, not a list of preconfigured connectors. We will tell you what is involved for yours before you commit. See our integration services.
Built for actuarial firms of different specialties.
The services your firm sells determine which events are worth watching. Pick a practice area to see the pairing.
Services you sell
Loss reserve analysis
Workers’ compensation
Captive insurance
Claims liability
Insurance pricing
Buying signals that matter
Approved loss-cost changes in a client’s class and state
New captive licences and feasibility discussions
Carrier acquisitions carrying long-tail reserves
Risk management leadership changes
Commercial lines rate filings in concentrated industries
Services you sell
Self-funded health plans
Healthcare claims projections
Benefits funding
Health insurance pricing
Risk adjustment
Buying signals that matter
Form 5500 filings showing a fully insured plan at scale
Benefits roles naming stop-loss or self-funded administration
Retirement system procurement activity and valuation RFPs
Form 5500 filings showing frozen defined benefit plans
Board minutes referencing termination studies
GASB 67/68 reporting cycles at public employers
Pension plan termination filings
Services you sell
Product pricing
Reserve modeling
Capital requirements
Insurance portfolio transactions
Regulatory reporting projects
Buying signals that matter
Life carrier acquisitions and block transactions
SEC filings disclosing reserve or capital changes
New product filings in regulated jurisdictions
Chief Actuary and appointed actuary appointments
Statutory reporting deadlines at smaller carriers
We don’t just sell AI software. We build agents around your business.
An agent is only useful if it understands what your firm sells and who buys it. That understanding is the work, and it is what we build.
Custom agent development
Agents are designed around the services, ideal clients, and business development process of your firm — not configured from a template and pointed at a generic feed.
CRM integration
Discovered opportunities land in the system your team already works in, with the evidence attached. CRM CoPilot handles qualification and routing where you want it.
End-to-end sales automation
Discovery, qualification, enrichment, outreach preparation, and follow-up connect as one workflow. Revenue OS is where that runs as a managed system rather than a set of tools.
Human oversight and transparency
Every opportunity keeps its source citation and confidence indicator, and nothing goes to a prospect without review. You can always see why a company was surfaced.
We use your details to respond to this request. No client, participant, or plan data is collected on this form.
The next actuarial engagement starts with a signal.
Your future clients are already making decisions that create demand for actuarial expertise. Let AI help you discover those opportunities, identify the right people, and start more meaningful conversations.
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